{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "e1d79b84",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ff7d8da3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a=np.arange(10)\n",
    "a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "89673c33",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "numpy.ndarray"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(a)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "8a352ea8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(10,)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr = np.arange(10)\n",
    "arr.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "92807d31",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "10"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr.shape[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "fbaa7cf6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([1, 2, 3, 4, 5, 6])"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "b = np.array([1,2,3,4,5,6])\n",
    "b"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "5a31165e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(6,)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "b.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "96350bcb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([1, 2, 3, 4, 5, 6])"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "my_list = [1,2,3,4,5,6]\n",
    "arr_numpy=np.array(my_list)\n",
    "arr_numpy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "87d3243f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "numpy.ndarray"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(arr_numpy)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "3383444d",
   "metadata": {},
   "outputs": [],
   "source": [
    "arr= np.array([[1,2,3,4],[4,5,6,7],[7,8,9,10]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "b4bf0235",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(3, 4)"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "9f6e82bd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 1,  2,  3,  4],\n",
       "       [ 4,  5,  6,  7],\n",
       "       [ 7,  8,  9, 10]])"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "5714cd13",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr.shape[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "e7faa2c8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr.shape[1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "96e87884",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[[1, 2, 3, 4, 5]]])"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    " aa=np.array([1,2,3,4,5],ndmin=3)\n",
    "aa"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "5fa5d8d7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1, 1, 5)"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "aa.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "cc4c2526",
   "metadata": {},
   "outputs": [],
   "source": [
    "bb=np.array([1,2,3,4,5,6],dtype=float)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "ce8259a8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([1., 2., 3., 4., 5., 6.])"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "c10e6d8f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0., 1., 2., 3., 4., 5., 6., 7., 8., 9.])"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    " np.arange(10.0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "dfefc192",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([1., 3., 5., 7., 9.])"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.arange(1,10,2,dtype=float)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "5d682a32",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.15540708, 0.15886824, 0.72729934, 0.09761289, 0.04697132,\n",
       "       0.39256974, 0.48320592, 0.30066176, 0.47453551, 0.80126783])"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.random.random(size=10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "ea0082f8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([1, 0, 2, 1, 2, 0, 2, 1, 1, 2])"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    " arr=np.random.randint(0,3.0,size=10)\n",
    " arr"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "62954f85",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[[ 0.50312948, -0.39602791,  1.27271956,  1.56682696],\n",
       "        [-0.78496129,  0.0616264 , -1.44233418, -2.71235477]],\n",
       "\n",
       "       [[-1.30247326, -0.90483395, -0.92592301,  0.33195091],\n",
       "        [-0.14141061,  1.18470106, -0.36419836,  0.64957981]],\n",
       "\n",
       "       [[ 0.02791995,  1.64440361,  0.43474734, -0.24616011],\n",
       "        [ 0.25482631,  0.0171243 , -0.85324387,  1.82665693]]])"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.random.randn(3,2,4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "1780358d",
   "metadata": {},
   "outputs": [],
   "source": [
    "np.random.seed(42)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "26258b30",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.4967141530112327"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.random.randn()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "abafcf05",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([1, 2, 3, 4, 5])"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr=np.array([1,2,3,4,5])\n",
    "arr"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "78806363",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([2, 5, 1, 4, 3])"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.random.shuffle(arr)\n",
    "arr"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "86c90704",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr.ndim"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "36fe23b3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[0., 0., 0., 0.],\n",
       "       [0., 0., 0., 0.],\n",
       "       [0., 0., 0., 0.]])"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.zeros((3,4))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "512f52ba",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[1., 1., 1.],\n",
       "       [1., 1., 1.]])"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.ones((2,3))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "39cecf31",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 1.03999507e-311,  1.03999333e-311,  1.04012308e-311],\n",
       "       [ 1.03999348e-311,  0.00000000e+000,              nan],\n",
       "       [             nan,  0.00000000e+000, -2.61664285e+304],\n",
       "       [ 0.00000000e+000,  4.44659081e-323,  1.04012308e-311],\n",
       "       [ 1.03999348e-311,              nan,  0.00000000e+000],\n",
       "       [             nan,  0.00000000e+000,  1.03977794e-311],\n",
       "       [ 3.55727265e-322,  5.43472210e-323,  1.04012308e-311],\n",
       "       [ 1.03999349e-311,  9.88131292e-324,  4.94065646e-323],\n",
       "       [             nan,  0.00000000e+000,  1.03977794e-311],\n",
       "       [ 7.11454530e-322,  5.43472210e-323,  1.04012308e-311],\n",
       "       [ 1.03999349e-311,  0.00000000e+000,  1.28457068e-322],\n",
       "       [             nan,  0.00000000e+000,  4.94065646e-324],\n",
       "       [ 1.06718180e-321,  5.43472210e-323,  1.04012308e-311],\n",
       "       [ 1.03999349e-311,              nan,  1.28457068e-322],\n",
       "       [             nan,  0.00000000e+000,  1.03977794e-311],\n",
       "       [ 1.42290906e-321,  5.43472210e-323,  1.04012308e-311],\n",
       "       [ 1.03999349e-311,  0.00000000e+000,  9.88131292e-323],\n",
       "       [             nan,  1.04012347e-311,  1.03977794e-311],\n",
       "       [ 1.77863633e-321,  3.45845952e-323,  1.04012308e-311],\n",
       "       [ 1.03999349e-311,  0.00000000e+000,  1.28457068e-322],\n",
       "       [             nan,  1.04012347e-311,  4.94065646e-324],\n",
       "       [ 1.04012308e-311,  0.00000000e+000,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  0.00000000e+000,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  0.00000000e+000,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  1.04012308e-311,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  0.00000000e+000,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  0.00000000e+000,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  0.00000000e+000,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  0.00000000e+000,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  0.00000000e+000,  1.04012308e-311],\n",
       "       [ 0.00000000e+000,  2.13436359e-321,  9.88131292e-324],\n",
       "       [ 1.04012308e-311,  1.03999349e-311,  0.00000000e+000],\n",
       "       [ 1.28457068e-322,              nan,  0.00000000e+000],\n",
       "       [ 4.94065646e-324,  3.59679790e-321,  4.44659081e-323],\n",
       "       [ 1.04012308e-311,  1.03999349e-311,  4.94065646e-324],\n",
       "       [ 1.28457068e-322,              nan,  1.04012347e-311],\n",
       "       [ 4.94065646e-324,  1.04012308e-311,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  0.00000000e+000,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  0.00000000e+000,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  0.00000000e+000,  1.04012308e-311],\n",
       "       [ 0.00000000e+000,  0.00000000e+000,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  0.00000000e+000,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  0.00000000e+000,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  0.00000000e+000,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  0.00000000e+000,  0.00000000e+000],\n",
       "       [ 1.04012308e-311,  1.04012308e-311,  3.95252517e-321],\n",
       "       [ 9.88131292e-324,  1.04012308e-311,  1.03999349e-311],\n",
       "       [ 0.00000000e+000,  1.28457068e-322,              nan],\n",
       "       [ 1.04012308e-311,  4.94065646e-324,  5.41495948e-321],\n",
       "       [ 4.44659081e-323,  1.04012308e-311,  1.03999349e-311],\n",
       "       [ 9.88131292e-324,  1.28457068e-322,              nan],\n",
       "       [ 1.04012347e-311,  1.03977794e-311,  5.77068674e-321],\n",
       "       [ 1.48219694e-323,  1.04012308e-311,  1.03999349e-311],\n",
       "       [ 0.00000000e+000,  0.00000000e+000,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  4.94065646e-324,  0.00000000e+000],\n",
       "       [ 1.04012308e-311,  0.00000000e+000,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  0.00000000e+000,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  0.00000000e+000,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  0.00000000e+000,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  0.00000000e+000,  0.00000000e+000],\n",
       "       [ 0.00000000e+000,  1.04012308e-311,  1.04012308e-311],\n",
       "       [ 5.77068674e-321,  9.88131292e-324,  1.04012308e-311],\n",
       "       [ 1.03999349e-311,              nan,  1.28457068e-322],\n",
       "       [             nan,  4.45512862e-091,  8.88237134e+247],\n",
       "       [ 7.23312106e-321,  4.44659081e-323,  1.04012308e-311],\n",
       "       [ 1.03999349e-311,  6.12501442e+257,  1.96086573e+243],\n",
       "       [ 2.03248280e+174,  1.54416589e+256,  6.97283513e+228],\n",
       "       [ 9.78305794e-153,  7.49232705e+247,  2.44832750e+198],\n",
       "       [ 1.13337360e-153,  3.02875119e-152,  5.60855141e+199],\n",
       "       [ 1.55541880e+161,  1.71898014e+161,  3.32230853e+257],\n",
       "       [ 2.31881454e-152,  1.87300536e-152,  1.27734658e-152],\n",
       "       [ 3.11083751e+161,  3.93501898e+024,  2.52301636e-258],\n",
       "       [ 4.47593816e-091,  2.90956561e-014,  3.42703236e-062],\n",
       "       [ 9.91236067e-096,  6.01347002e-154,  6.01347002e-154],\n",
       "       [ 6.01347002e-154,  1.02182466e-152,  4.83245960e+276],\n",
       "       [ 6.99437457e-009,  3.65093134e+233,  4.34893133e-114],\n",
       "       [ 4.83245960e+276,  5.63675142e-062,  1.05133414e-153],\n",
       "       [ 1.14416384e-071,  6.01347029e-154,  1.95994476e-062],\n",
       "       [ 7.13222113e-154,  1.78935395e+161,  5.98181094e-154],\n",
       "       [ 6.09941574e-154,  6.01347002e-154,  6.01347002e-154],\n",
       "       [ 1.05117818e-153,  1.14416384e-071,  7.61402214e-010],\n",
       "       [ 2.93494580e+222,  1.03063392e-113,  3.64464654e-086],\n",
       "       [ 1.73158237e-056,  7.19551505e+140,  2.93573416e+222],\n",
       "       [ 8.33236358e+151,  1.03166144e-259,  1.20480715e+132],\n",
       "       [ 1.39804328e-076,  1.39642640e-076,  2.40492330e-057],\n",
       "       [ 3.27803360e+179,  2.47382634e-091,  1.69013063e-052],\n",
       "       [ 7.71112048e+140,  7.35424917e+223,  6.84976355e+180],\n",
       "       [ 6.01347002e-154,  5.63663732e-038,  5.20842565e-090],\n",
       "       [ 5.40162250e-067,  1.31240761e-071,  1.05118732e-153],\n",
       "       [ 1.24636153e-047,  1.65618614e-076,  9.93355742e+192],\n",
       "       [ 1.47366521e+256,  9.40079082e-307,  1.03999507e-311],\n",
       "       [ 1.03999333e-311, -3.32727640e-056,  7.96225950e-302],\n",
       "       [ 2.19587461e-157, -4.56792195e-303,  2.09950619e+193],\n",
       "       [ 6.19102108e-143,  5.60724797e+193,  1.21306483e-176],\n",
       "       [ 2.92141336e+063,  3.34732133e-162,  1.91733301e-234],\n",
       "       [ 5.60724797e+193,  3.30760345e-113, -5.57152021e-210],\n",
       "       [ 2.90462506e-144,  6.01347002e-154,  1.63417185e-152],\n",
       "       [ 3.10869447e+169,  1.67494826e+243,  5.76055029e-153],\n",
       "       [ 1.67494826e+243,  1.14281350e+243,  1.71411610e+214],\n",
       "       [ 3.48411284e-245,  6.01347002e-154,  1.69375780e+190]])"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.empty((100,3))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "4e0ef932",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0., 2., 4., 6., 8.])"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.linspace(0,10,5,False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "628a6c27",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 0. ,  2.5,  5. ,  7.5, 10. ])"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.linspace(0,10,5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "92f018d7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(array([0., 2., 4., 6., 8.]), 2.0)"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.linspace(0,10,5,False,True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "8ca5a140",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(array([ 0. ,  2.5,  5. ,  7.5, 10. ]), 2.5)"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.linspace(0,10,5,True,True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "0b340d53",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[1, 2, 3],\n",
       "       [4, 5, 6]])"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "arr = np.array([[1,2,3],[4,5,6]])\n",
    "arr"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "2169cb83",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[0, 0, 0],\n",
       "       [0, 0, 0]])"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.zeros_like(arr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4b553534",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "my_test",
   "language": "python",
   "name": "my_test"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
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